Open government for all? Co-creating digital public services for older adults through data walks

The purpose of this paper is to review interventions/methods for engaging older adults in meaningful digital public service design by enabling them to engage critically and productively with open data and civic tech.,The paper evaluates data walks as a method for engaging non-tech-savvy citizens in co-design work. These were evaluated along a framework considering how such interventions allow for sharing control (e.g. over design decisions), sharing expertise and enabling change.,Within a co-creation project, different types of data walks may be conducted, including ideation walks, data co-creation walks or user test walks. These complement each other with respect to how they facilitate the sharing of control and expertise, and enable change for a variety of older citizens.,Data walks are a method with a low-threshold, potentially enabling a variety of citizens to engage in co-design activities relating to open government and civic tech.,Such methods address the digital divide and further social participation of non-tech-savvy citizens. They value the resources and expertise of older adults as co-designers and partners, and counter stereotypical ideas about age and ageing.,This pilot study demonstrates how data walks can be incorporated into larger co-creation projects.

[1]  Benjamin L. W. Sobel,et al.  Artificial Intelligence's Fair Use Crisis , 2017 .

[2]  D. Grewal Network Power: The Social Dynamics of Globalization , 2008 .

[3]  Robert Arp,et al.  Building Ontologies with Basic Formal Ontology , 2015 .

[4]  Maren Scheffel,et al.  License to evaluate: preparing learning analytics dashboards for educational practice , 2018, LAK.

[5]  Lyn Robinson,et al.  Ontological realism and classification: Structures and concepts in the Gene Ontology , 2014, J. Assoc. Inf. Sci. Technol..

[6]  R. Hall,et al.  Re-engineering Higher Education: The Subsumption of Academic Labour and the Exploitation of Anxiety , 2016 .

[7]  Jo Bates,et al.  Data journeys: Capturing the socio-material constitution of data objects and flows , 2016, Big Data Soc..

[8]  Michael Steven Green Two Fallacies about Copyrighting Factual Compilations , 2008 .

[9]  B. Grant,et al.  Unpredictable feelings: academic women under research audit , 2015 .

[10]  Andrew Iliadis,et al.  Algorithms, ontology, and social progress , 2018 .

[11]  Jennifer Pierre,et al.  The conundrum of police officer-involved homicides: Counter-data in Los Angeles County , 2016, Big Data Soc..

[12]  J. Gieseking Operating anew: Queering GIS with good enough software , 2018 .

[13]  K. Baker,et al.  Toward Information Infrastructure Studies: Ways of Knowing in a Networked Environment , 2009 .

[14]  W. Gregory Voss European Union Data Privacy Law Reform: General Data Protection Regulation, Privacy Shield, and the Right to Delisting , 2017 .

[15]  J. Tilak Higher education: a public good or a commodity for trade? , 2008 .

[16]  Frank Kleemann,et al.  Un(der)paid innovators: the commercial utilization of consumer work through crowdsourcing , 2008 .

[17]  Ronald L. Breiger,et al.  Ontologies, methodologies, and new uses of Big Data in the social and cultural sciences , 2015 .

[18]  Alan Bundy Why Ontology Evolution is Essential in Modeling Scientific Discovery , 2008, AAAI Fall Symposium: Automated Scientific Discovery.

[19]  K. Gidlund,et al.  Designing for all and no one - practitioners understandings of citizen driven development of public e-services , 2012 .

[20]  Jennifer Hyndman,et al.  For Slow Scholarship: A Feminist Politics of Resistance through Collective Action in the Neoliberal University , 2015 .

[21]  Jannis Kallinikos,et al.  The Ambivalent Ontology of Digital Artifacts , 2013, MIS Q..

[22]  Deborah Lupton,et al.  The datafied child: The dataveillance of children and implications for their rights , 2017, New Media Soc..

[23]  Vassiliki Papatsiba,et al.  Constructing a national higher education brand for the UK: positional competition and promised capitals , 2018 .

[24]  Nicholas C. Burbules,et al.  How to improve your impact factor: questioning the quantification of academic quality , 2011 .

[25]  Ben Williamson,et al.  Digital methodologies of education governance: Pearson plc and the remediation of methods , 2016 .

[26]  Susan Leigh Star,et al.  Institutional Ecology, `Translations' and Boundary Objects: Amateurs and Professionals in Berkeley's Museum of Vertebrate Zoology, 1907-39 , 1989 .

[27]  Peter L. Pulsifer,et al.  Geo-Semantic Web , 2017 .

[28]  I. Bruno,et al.  Statactivism: forms of action between disclosure and affirmation , 2014 .

[29]  Dieter Fensel,et al.  Ontologies: A silver bullet for knowledge management and electronic commerce , 2002 .

[30]  Y. Benschop,et al.  Gender in Academic Networking: The Role of Gatekeepers in Professorial Recruitment , 2014 .

[31]  G. E. Gorman,et al.  From deception to deceit: Google and privacy? Don’t make me laugh , 2012 .

[32]  Gina Neff,et al.  Critique and Contribute: A Practice-Based Framework for Improving Critical Data Studies and Data Science , 2017, Big Data.

[33]  Jelle Mampaey Are higher education institutions trapped in conformity? A translation perspective , 2018 .

[34]  Lisa S. Parker,et al.  A health app developer’s guide to law and policy: a multi-sector policy analysis , 2017, BMC Medical Informatics and Decision Making.

[35]  S. Marginson Higher Education and Public Good , 2014 .

[36]  P. Nambisan,et al.  Engaging Citizens in Co-Creation in Public Services: Lessons Learned and Best Practices , 2013 .

[37]  Barry Smith,et al.  The Cornucopia of Formal-Ontological Relations , 2005 .

[38]  David W. Carmicheal,et al.  Organizing Archival Records: A Practical Method of Arrangement and Description for Small Archives , 2004 .

[39]  Ross MacIntyre,et al.  Library data labs: using an agile approach to develop library analytics in UK higher education , 2018 .

[40]  D. Armstrong,et al.  The rise of surveillance medicine , 1995 .

[41]  Imran Awan,et al.  ‘What does terrorism look like?’: university lecturers’ interpretations of their Prevent duties and tackling extremism in UK universities , 2018 .

[42]  P. Black Class matters in UK higher education , 2005 .

[43]  Pelle Ehn,et al.  Participation in design things , 2008, PDC.

[44]  Andrew Robinson,et al.  The quantified self: What counts in the neoliberal workplace , 2016, New Media Soc..

[45]  Anna Wanka,et al.  Doing Age in a Digitized World—A Material Praxeology of Aging With Technology , 2018, Front. Sociol..

[46]  Rob Kitchin,et al.  Funding models for Open Access digital data repositories , 2015, Online Inf. Rev..

[47]  Jane Seale,et al.  Not the right kind of 'digital capital'? An examination of the complex relationship between disabled students, their technologies and higher education institutions , 2015, Comput. Educ..

[48]  Louise Archer,et al.  Younger academics’ constructions of ‘authenticity’, ‘success’ and professional identity , 2008 .

[49]  A. Phipps The fight against sexual violence , 2019, Soundings.

[50]  H. Pötzsch The Emergence of iBorder: Bordering Bodies, Networks, and Machines , 2015 .

[51]  Jo Pierson,et al.  Governing online platforms: From contested to cooperative responsibility , 2018, Inf. Soc..

[52]  S. Woolgar,et al.  The wrong bin bag: A turn to ontology in science and technology studies? , 2013 .

[53]  Sun Young Park,et al.  Technological and Organizational Adaptation of EMR Implementation in an Emergency Department , 2015, TCHI.

[54]  T. Mazzarol,et al.  The importance of institutional image to student satisfaction and loyalty within higher education , 2009 .

[55]  A. Galloway,et al.  Gaming: Essays On Algorithmic Culture , 2006 .

[56]  Werner Ceusters,et al.  Aboutness: towards foundations for the Information Artifact Ontology , 2015, ICBO.

[57]  Rónán O'Beirne,et al.  The Blackwell Guide to the Philosophy of Computing and Information , 2004 .

[58]  R. Slee,et al.  Health-inclusive higher education: listening to students with disabilities or chronic illnesses , 2016 .

[59]  F. Geels Ontologies, socio-technical transitions (to sustainability), and the multi-level perspective , 2010 .

[60]  K. Ravenswood,et al.  Academic careers and parenting: identity, performance and surveillance , 2019 .

[61]  Rob Kitchin,et al.  What makes Big Data, Big Data? Exploring the ontological characteristics of 26 datasets , 2016, Big Data Soc..

[62]  Criss Shore,et al.  Governing by numbers: audit culture, rankings and the new world order , 2015 .

[63]  Linda L. Putnam,et al.  Introduction: Communication constitutes organization , 2008 .

[64]  Werner Ceusters,et al.  An Information Artifact Ontology Perspective on Data Collections and Associated Representational Artifacts , 2012, MIE.

[65]  Sanjay Sharma,et al.  The racialized surveillant assemblage: Islam and the fear of terrorism , 2018 .

[66]  V. Boliver,et al.  Organisational Identity as a Barrier to Widening Access in Scottish Universities , 2018, Social Sciences.

[67]  K. Facer,et al.  (Re)-Learning the City for Intergenerational Exchange , 2017 .

[68]  Kyle Kubler The Black Box Society: the secret algorithms that control money and information , 2016 .

[69]  Florence Millerand,et al.  Metadata Standards. Trajectories and Enactment in the Life of an Ontology , 2009 .

[70]  Teresa Scassa Sharing Data in the Platform Economy: A Public Interest Argument for Access to Platform Data , 2017 .

[71]  A. Young Sorting Things Out: Classification and Its Consequences. , 2001 .

[72]  Abdulsalam Yassine,et al.  Towards an "Internet of Food": Food Ontologies for the Internet of Things , 2015, Future Internet.

[73]  J. Wiles,et al.  The meaning of "aging in place" to older people. , 2012, The Gerontologist.

[74]  A. Pratkanis,et al.  The Science of Social Influence : Advances and Future Progress , 2011 .

[75]  Margaretha S. Lucas,et al.  An Analysis of Disability, Academic Performance, and Seeking Support in One University Setting , 2016 .

[76]  Isabella Peters,et al.  Next-Generation Metrics : Reponsible Metrics and Evaluation for Open Science. Report of the European Commission Expert Group on Altmetrics , 2017 .

[77]  Christine L Borgman,et al.  Science friction: Data, metadata, and collaboration , 2011, Social studies of science.

[78]  V. Bekkers,et al.  A Systematic Review of Co-Creation and Co-Production: Embarking on the social innovation journey , 2014 .

[79]  Edgar A. Whitley,et al.  The Construction of Social Reality , 1999 .

[80]  Theophanis Tsandilas Fallacies of Agreement: A Critical Review of Consensus Assessment Methods for Gesture Elicitation , 2018, TCHI.

[81]  Núria Casellas,et al.  Legal ontology engineering : methodologies, modelling trends, and the ontology of professional judicial knowledge , 2011 .

[82]  Barry Bozeman,et al.  Research Collaboration and Team Science: A State-of-the-Art Review and Agenda , 2014 .

[83]  Barry Smith,et al.  Biodynamic ontology: applying BFO in the biomedical domain. , 2004, Studies in health technology and informatics.

[84]  O Bodenreider,et al.  Biomedical ontologies in action: role in knowledge management, data integration and decision support. , 2008, Yearbook of medical informatics.

[85]  Roser Beneito-Montagut,et al.  What do we know about the relationship between Internet mediated interaction and social isolation and loneliness in later life , 2018 .

[86]  K. Williams,et al.  Ostracism increases social susceptibility , 2008 .

[87]  Maria do Mar Pereira Struggling within and beyond the Performative University: Articulating activism and work in an “academia without walls” , 2016 .

[88]  Carole Leathwood,et al.  Research policy and academic performativity: compliance, contestation and complicity , 2013 .

[89]  Andrew R. Schrock,et al.  Civic hacking as data activism and advocacy: A history from publicity to open government data , 2016, New Media Soc..

[90]  Carlo Caduff Sick Weather Ahead: On Data-Mining, Crowd-Sourcing and White Noise , 2014 .

[91]  Rita Marcella,et al.  The effects of the research excellence framework research impact agenda on early- and mid-career researchers in library and information science , 2018, J. Inf. Sci..

[92]  Veljko M. Milutinovic,et al.  Concepts, Ontologies, and Knowledge Representation , 2013, SpringerBriefs in Computer Science.

[93]  Rob Kitchin,et al.  Towards Critical Data Studies: Charting and Unpacking Data Assemblages and Their Work , 2014 .

[94]  Mathias Brochhausen,et al.  Towards an Ontology of Document Acts: Introducing a Document Act Template for Healthcare , 2012, OTM Workshops.

[95]  Kirsty Best Living in the control society , 2010 .

[96]  J. Case Re-imagining the curriculum in a postcolonial space : engaging the public good purposes of higher education in South Africa , 2016 .

[97]  Jo Bates,et al.  The politics of data friction , 2017, J. Documentation.

[98]  David Ribes,et al.  Organizing for ontological change: The kernel of an AIDS research infrastructure , 2015, Social studies of science.

[99]  Daniela Wong Gonzalez,et al.  Meta-analysis of faculty's teaching effectiveness: Student evaluation of teaching ratings and student learning are not related , 2017 .

[100]  Thomas R. Gruber,et al.  The Role of Common Ontology in Achieving Sharable, Reusable Knowledge Bases , 1991, KR.

[101]  R. Kitchin,et al.  Smart cities, urban technocrats, epistemic communities and advocacy coalitions: The Programmable City Working Paper 26 , 2017 .

[102]  Kimberly Christen Access and Accountability: The Ecology of Information Sharing in the Digital Age , 2009 .

[103]  Loet Leydesdorff,et al.  Turning to ontology in STS? Turning to STS through ‘ontology’ , 2013 .

[104]  J. Wintrup Higher Education’s Panopticon? Learning Analytics, Ethics and Student Engagement , 2017 .

[105]  S. L. Star,et al.  The Ethnography of Infrastructure , 1999 .

[106]  G. Ottinger Changing Knowledge, Local Knowledge, and Knowledge Gaps , 2013 .

[107]  M. Olssen Neoliberal competition in higher education today: research, accountability and impact , 2016 .

[108]  Marijn Janssen,et al.  Innovation with open data: Essential elements of open data ecosystems , 2014, Inf. Polity.

[109]  L. Morrice Abyssal lines and cartographies of exclusion in migration and education: towards a reimagining , 2018, Decolonising Lifelong Learning in the Age of Transnational Migration.

[110]  Helena Karasti,et al.  Knowledge infrastructures : Part I , 2016 .

[111]  Peter Laslett,et al.  A Fresh Map of Life: The Emergence of the Third Age , 1991 .

[112]  Pieter Jan Stappers,et al.  Co-creation and the new landscapes of design , 2008 .

[113]  Paul Blackmore,et al.  Motivation in academic life: a prestige economy , 2011 .

[114]  D. Hindman The Virtual Community: Homesteading on the Electronic Frontier , 1996 .

[115]  Larissa Hjorth,et al.  Digital Ethnography: Principles and Practice , 2015 .

[116]  Mike Thelwall,et al.  The metric tide: report of the independent review of the role of metrics in research assessment and management , 2015 .

[117]  Andreas Blass,et al.  The Tower-of-Babel Problem, and Security Assesment Sharing , 2010, Bull. EATCS.

[118]  Knowing, Communicating, and Scientific Rhetoric. , 1975 .

[119]  Rob Kitchin,et al.  The automatic management of drivers and driving spaces , 2007 .

[120]  Roxanne Nelson,et al.  HealthMap: the future of infectious diseases surveillance? , 2008, The Lancet Infectious Diseases.

[121]  Barry Smith,et al.  A Formal Theory of Substances, Qualities, and Universals , 2004 .

[122]  R. Weiss Learning from strangers : the art and method of qualitative interview studies , 1995 .

[123]  Alexandra Michel,et al.  The Mutual Constitution of Persons and Organizations: An Ontological Perspective on Organizational Change , 2014, Organ. Sci..

[124]  J. Gilheany,et al.  The Model Minority? Not on Airbnb.com: A Hedonic Pricing Model to Quantify Racial Bias against Asian Americans , 2015 .

[125]  Katrine Juel Vang,et al.  Ethics of Google's Knowledge Graph: some considerations , 2013, J. Inf. Commun. Ethics Soc..

[126]  K. Cassidy,et al.  Everyday Bordering, Belonging and the Reorientation of British Immigration Legislation , 2018 .

[127]  Asunción Gómez-Pérez,et al.  Ontology Engineering in a Networked World , 2012, Springer Berlin Heidelberg.

[128]  Rebecca Slayton Arguments that Count: Physics, Computing, and Missile Defense, 1949-2012 , 2013 .

[129]  Nicklas Lundblad e-Exclusion and Bot Rights: Legal aspects of the robots exclusion standard for public agencies and other public sector bodies with Swedish examples , 2007, First Monday.

[130]  Josip Car,et al.  Unaddressed privacy risks in accredited health and wellness apps: a cross-sectional systematic assessment , 2015, BMC Medicine.

[131]  Roy Coleman The new politics of surveillance and visibility. , 2007 .

[132]  Chris Welty,et al.  FOIS introduction: Ontology---towards a new synthesis , 2001, FOIS.

[133]  Thomas A. Finholt,et al.  The Long Now of Technology Infrastructure: Articulating Tensions in Development , 2009, J. Assoc. Inf. Syst..

[134]  Bert-Jaap Koops,et al.  The trouble with European data protection law , 2014 .

[135]  Jian Wang,et al.  Bias Against Novelty in Science: A Cautionary Tale for Users of Bibliometric Indicators , 2015 .

[136]  Gillian R. Hayes The relationship of action research to human-computer interaction , 2011, TCHI.

[137]  J. Huisman,et al.  Use your imagination: what UK universities want you to think of them , 2018 .

[138]  D. Bigo Theorizing Surveillance. The panopticon and beyond , 2006 .

[139]  Aviram Sharma Academic Diary: Or Why Higher Education Still Matters , 2017 .

[140]  Greg Elmer A Diagram of Panoptic Surveillance , 2003, New Media Soc..

[141]  Steffen Staab,et al.  What Is an Ontology? , 2009, Handbook on Ontologies.

[142]  Robert Futrell,et al.  Technical Adversarialism and Participatory Collaboration in the U.S. Chemical Weapons Disposal Program , 2003 .

[143]  L. Neven,et al.  Representations of the old and ageing in the design of the new and emerging. Assessing the design of ambient intelligence technologies for older people , 2005 .

[144]  Kelly Coate,et al.  Mid-career academic women and the prestige economy , 2018 .

[145]  Marina Levina Pandemics and the Media , 2012 .

[146]  Kathleen McNutt,et al.  Public engagement in the Web 2.0 era: Social collaborative technologies in a public sector context , 2014 .

[147]  Melanie Grunwald,et al.  Convergence Culture Where Old And New Media Collide , 2016 .

[148]  B. Latour,et al.  Laboratory Life: The Construction of Scientific Facts , 1979 .

[149]  Samuel A. Moore,et al.  Erratum: “Excellence R Us”: university research and the fetishisation of excellence , 2017, Palgrave Communications.

[150]  Ben Williamson,et al.  The social life of Learning Analytics: cluster analysis and the ‘performance’ of algorithmic education , 2018 .

[151]  Ben Williamson The hidden architecture of higher education: building a big data infrastructure for the ‘smarter university’ , 2018, International Journal of Educational Technology in Higher Education.

[152]  Christine Teelken Compliance or pragmatism: how do academics deal with managerialism in higher education? A comparative study in three countries , 2012 .

[153]  Kathleen Lynch,et al.  Academic freedom and the commercialisation of universities: a critical ethical analysis , 2016 .

[154]  Hallam Stevens,et al.  Life Out of Sequence: A Data-Driven History of Bioinformatics , 2013 .

[155]  Jonathan M. Scott,et al.  Tinker, tailor, policy-maker: can the UK government’s teaching excellence framework deliver its objectives? , 2017 .

[156]  Helen Kennedy,et al.  Visualizing Junk , 2016 .

[157]  Thomas R. Gruber,et al.  Toward principles for the design of ontologies used for knowledge sharing? , 1995, Int. J. Hum. Comput. Stud..

[158]  Tone Bratteteig,et al.  Unpacking the Notion of Participation in Participatory Design , 2016, Computer Supported Cooperative Work (CSCW).

[159]  Linda L. Putnam,et al.  Communicative Constitution of Organization Is a Question: Critical Issues for Addressing It , 2010 .

[160]  Valentina Dragos Developing a core ontology to improve military intelligence analysis , 2013, Int. J. Knowl. Based Intell. Eng. Syst..

[161]  Kate M. Miltner,et al.  Critiquing Big Data: Politics, Ethics, Epistemology , 2014 .

[162]  Ben Light,et al.  Mobile dating and hookup app culture , 2017 .

[163]  Geoffrey C. Bowker,et al.  Introduction: An Agenda for Infrastructure Studies , 2009, J. Assoc. Inf. Syst..

[164]  Alexis E. Ramsey,et al.  Working in the Archives: Practical Research Methods for Rhetoric and Composition , 2010 .

[165]  Alexander Peine,et al.  Science, technology and the ‘grand challenge’ of ageing—Understanding the socio-material constitution of later life , 2015 .

[166]  Roger Burrows,et al.  Living with the H-Index? Metric Assemblages in the Contemporary Academy , 2012 .

[167]  Werner Ceusters,et al.  Functions in Basic Formal Ontology , 2016, Appl. Ontology.

[168]  G. Raza,et al.  Kaleidoscoping public understanding of science on hygiene, health and plague: a survey in the aftermath of a plague epidemic in India , 1997, Public understanding of science.

[169]  M. Zimmer “But the data is already public”: on the ethics of research in Facebook , 2010, Ethics and Information Technology.

[170]  J. Holmwood The university, democracy and the public sphere , 2017 .

[171]  Vik Loveday The neurotic academic: anxiety, casualisation, and governance in the neoliberalising university , 2018 .

[172]  Mark Gahegan,et al.  Ontology use for semantic e-Science , 2010, Semantic Web.

[173]  M. Mckee,et al.  Creating a ‘hostile environment for migrants’: the British government’s use of health service data to restrict immigration is a very bad idea , 2018, Health Economics, Policy and Law.

[174]  Barry Smith,et al.  SNAP and SPAN: Towards Dynamic Spatial Ontology , 2004, Spatial Cogn. Comput..

[175]  C. Parsons,et al.  Positioning university as a brand: distinctions between the brand promise of Russell Group, 1994 Group, University Alliance, and Million+ universities , 2014 .

[176]  Sabina Leonelli,et al.  Data-Centric Biology: A Philosophical Study , 2016 .

[177]  Barbara Martini,et al.  The Data Revolution. Big Data, Open Data, Data Infrastructures and Their Consequences , 2016 .

[178]  Theresa A. Pardo,et al.  Creating Open Government Ecosystems: A Research and Development Agenda , 2012, Future Internet.

[179]  Jochen Runde,et al.  Clarifying Frank Knight's discussion of the meaning of risk and uncertainty , 1998 .

[180]  David Lyon,et al.  Surveillance as social sorting : Computer codes and mobile bodies , 2005 .

[181]  Klara Nahrstedt,et al.  Security Concerns in Android mHealth Apps , 2014, AMIA.

[182]  Penny C.S. Andrews,et al.  “Putting It Together, That’s What Counts”: Data Foam, a Snowball and Researcher Evaluation , 2018 .

[183]  Helen Kennedy,et al.  Data Power in Material Contexts: Introduction , 2017 .

[184]  Giancarlo F. Frosio,et al.  The Exception for Text and Data Mining (TDM) in the Proposed Directive on Copyright in the Digital Single Market - Legal Aspects , 2018 .

[185]  Yuk Hui,et al.  On the Existence of Digital Objects , 2016 .

[186]  Werner Ceusters,et al.  Towards industrial strength philosophy: how analytical ontology can help medical informatics , 2003 .

[187]  D. Depew,et al.  The Productivity of Scientific Rhetoric , 2013 .

[188]  Tim Bale,et al.  Immigration and asylum policy under Cameron’s Conservatives , 2015 .

[189]  C. Michael Hall,et al.  Following the impact factor: Utilitarianism or academic compliance? , 2015 .

[190]  Salvatore T. March,et al.  A Research Note on Representing Part-Whole Relations in Conceptual Modeling , 2012, MIS Q..

[191]  D. Nafus,et al.  Introduction: Ethnography for a data-saturated world , 2018 .

[192]  Monika Urban,et al.  Where and How Do Aging Processes Take Place in Everyday Life? Answers From a New Materialist Perspective , 2018, Front. Sociol..

[193]  Craig M. Dalton,et al.  Counter‐mapping data science , 2018 .

[194]  J. Brown,et al.  Organizational Learning and Communities-of-Practice: Toward a Unified View of Working, Learning, and Innovation , 1991 .

[195]  Christian Sandvig,et al.  Infrastructure studies meet platform studies in the age of Google and Facebook , 2018, New Media Soc..

[196]  Bonnie A. Nardi,et al.  Information Ecologies: Using Technology with Heart , 1999 .

[197]  Susanne Bødker,et al.  When second wave HCI meets third wave challenges , 2006, NordiCHI '06.

[198]  Charles Oppenheim,et al.  Identifying benefits arising from the curation and open sharing of research data produced by UK Higher Education and research institutes , 2008 .

[199]  Colin Tankard,et al.  What the GDPR means for businesses , 2016, Netw. Secur..

[200]  Katie Brittain,et al.  An Age-Old Problem: Examining the Discourses of Ageing in HCI and Strategies for Future Research , 2015, TCHI.

[201]  J. Hughes Created Facts and the Flawed Ontology of Copyright Law , 2007 .

[202]  Geoffrey C. Bowker,et al.  Between meaning and machine: Learning to represent the knowledge of communities , 2009, Inf. Organ..

[203]  Yannis Charalabidis,et al.  Benefits, Adoption Barriers and Myths of Open Data and Open Government , 2012, Inf. Syst. Manag..

[204]  Mary Beth Rosson,et al.  Participatory design in community informatics , 2007 .

[205]  John Green,et al.  Snowball Metrics - Providing a Robust Methodology to Inform Research Strategy - but do they help? , 2016, CRIS.

[206]  Barry Smith,et al.  Applied Ontology: An Introduction , 2008 .

[207]  John McCarthy,et al.  Circumscription - A Form of Non-Monotonic Reasoning , 1980, Artif. Intell..

[208]  A. Mol The Body Multiple: Ontology in Medical Practice , 2003 .

[209]  P. N. Edwards,et al.  Knowledge Infrastructures: Intellectual Frameworks and Research Challenges , 2013 .

[210]  Manuel Castells,et al.  Communication Power and Counter-power in the Network Society , 2007 .

[211]  D. Lazer,et al.  The Parable of Google Flu: Traps in Big Data Analysis , 2014, Science.

[212]  Remi Joseph-Salisbury Institutionalised whiteness, racial microaggressions and black bodies out of place in Higher Education , 2019, Whiteness and Education.

[213]  M. Gower,et al.  Immigration and asylum: changes made by the Coalition Government 2010 - 2015 , 2015 .

[214]  Olivier Bodenreider,et al.  Bio-ontologies: current trends and future directions , 2006, Briefings Bioinform..

[215]  Milan Patel,et al.  Horizontal Integration of Warfighter Intelligence Data: A Shared Semantic Resource for the Intelligence Community , 2012, STIDS.

[216]  J. Martin Serrano Applied Ontology Engineering in Cloud Services, Networks and Management Systems , 2012 .

[217]  Bernd Carsten Stahl,et al.  Responsible research and innovation: The role of privacy in an emerging framework , 2013 .

[218]  C. Geertz The interpretation of cultures: Selected essays , 1975 .

[219]  D. Lyon Surveillance as social sorting : privacy, risk, and digital discrimination , 2003 .

[220]  Jim Thatcher,et al.  Critical Data Studies: A dialog on data and space , 2016, Big Data Soc..

[221]  L. Edwards,et al.  Employee surveillance : the road to surveillance is paved with good intentions , 2018 .

[222]  Christian Fuchs Class and exploitation on the internet , 2013 .

[223]  David Riaño Proceedings of the 2007 conference on Knowledge management for health care procedures , 2007 .

[224]  Olivier Bodenreider,et al.  From Concept Representations to Ontologies: A Paradigm Shift in Health Informatics? , 2013, Healthcare informatics research.

[225]  Anne Marie Helm,et al.  Privacy and mHealth: How Mobile Health 'Apps' Fit into a Privacy Framework Not Limited to HIPAA , 2014 .

[226]  Lena Wånggren Precarious Responsibility: Teaching with Feminist Politics in the Marketized University , 2018, Journal of Feminist Scholarship.

[227]  R. Blendon,et al.  Ebola in the United States--Public Reactions and Implications. , 2015, The New England journal of medicine.

[228]  Vik Loveday 'Luck, chance, and happenstance? Perceptions of success and failure amongst fixed-term academic staff in UK higher education'. , 2018, The British journal of sociology.

[229]  Eric Mykhalovskiy,et al.  The Global Public Health Intelligence Network and early warning outbreak detection: a Canadian contribution to global public health. , 2006, Canadian journal of public health = Revue canadienne de sante publique.

[230]  Joseph C. Hermanowicz Universities, Academic Careers, and the Valorization of ‘Shiny Things’ , 2016 .

[231]  Ben Light,et al.  The walkthrough method: An approach to the study of apps , 2018, New Media Soc..

[232]  Namjin Bae,et al.  A Smart Service Model Based on Ubiquitous Sensor Networks Using Vertical Farm Ontology , 2013, Int. J. Distributed Sens. Networks.

[233]  Erich N. Pitcher ‘There’s stuff that comes with being an unexpected guest’: experiences of trans* academics with microaggressions , 2017 .

[234]  Karen Sawatzky Short-term consequences: Investigating the extent, nature and rental housing implications of Airbnb listings in Vancouver , 2016 .

[235]  Sandra Heiler,et al.  Semantic interoperability , 1995, CSUR.

[236]  Micky Lee,et al.  To the Cloud: Big Data in a turbulent world , 2015 .

[237]  Linda L. Putnam,et al.  Building Theories of Organization : The Constitutive Role of Communication , 2008 .

[238]  Niva Elkin-Koren,et al.  Copyright Policy and the Limits of Freedom of Contract , 1997 .

[239]  Todd D. Millstein Technical Perspective: Toward reliable programming for unreliable hardware , 2016, Commun. ACM.

[240]  Daniel J. Solove,et al.  Privacy Self-Management and the Consent Dilemma , 2012 .

[241]  Gordon Hull,et al.  Successful failure: what Foucault can teach us about privacy self-management in a world of Facebook and big data , 2015, Ethics and Information Technology.

[242]  Werner Ceusters,et al.  Ontological realism: A methodology for coordinated evolution of scientific ontologies , 2010, Appl. Ontology.

[243]  Kelly Coate,et al.  Indicators of esteem: gender and prestige in academic work , 2016 .

[244]  Jeffrey Kenneth Hirschey Symbiotic Relationships: Pragmatic Acceptance of Data Scraping , 2014 .

[245]  Richard Warner Border Disputes: Trespass to Chattels on the Internet , 2002 .

[246]  Peter A. Johnson,et al.  Civic open data at a crossroads: Dominant models and current challenges , 2015, Gov. Inf. Q..

[247]  D. Boyd,et al.  CRITICAL QUESTIONS FOR BIG DATA , 2012 .

[248]  Karl Palmås,et al.  Predicting what you'll do tomorrow: Panspectric surveillance and the contemporary corporation , 2010 .

[249]  Pablo J. Boczkowski,et al.  The Relevance of Algorithms , 2013 .

[250]  R. Ericson,et al.  The surveillant assemblage. , 2000, The British journal of sociology.

[251]  Michael Luca,et al.  Racial Discrimination in the Sharing Economy: Evidence from a Field Experiment , 2016 .

[252]  Catia Pesquita,et al.  Predicting the Extension of Biomedical Ontologies , 2012, PLoS Comput. Biol..

[253]  Roxana Geambasu,et al.  FairTest: Discovering Unwarranted Associations in Data-Driven Applications , 2015, 2017 IEEE European Symposium on Security and Privacy (EuroS&P).

[254]  Pernille Bertelsen,et al.  Design with the feet: walking methods and participatory design , 2014, PDC.

[255]  Peter Yim,et al.  Bootstrapping the applied ontology practice: Ontology communities, then and now , 2015, Appl. Ontology.

[256]  Carys J. Craig Locking Out Lawful Users: Fair Dealing and Anti-Circumvention in Bill C-32 , 2010 .

[257]  Mark A Miller,et al.  Privacy and security in the era of digital health: what should translational researchers know and do about it? , 2016, American journal of translational research.

[258]  Jan Morbach,et al.  OntoCAPE: A Re-Usable Ontology for Chemical Process Engineering , 2009 .

[259]  Ulrike Gerhard,et al.  Using Probes for Sharing (Tacit) Knowing in Participatory Design: Facilitating Perspective Making and Perspective Taking , 2018, i-com.

[260]  Ted Striphas Algorithmic culture , 2015 .

[261]  Patrick Olivier,et al.  Configuring participation: on how we involve people in design , 2013, CHI.

[262]  Thomas R. Gruber,et al.  A translation approach to portable ontology specifications , 1993, Knowl. Acquis..

[263]  Federica Russo,et al.  Critical data studies: An introduction , 2016, Big Data Soc..

[264]  Lorraine Hudson,et al.  Amplifying Quiet Voices: Challenges and Opportunities for Participatory Design at an Urban Scale , 2018 .

[265]  Robert D. McPhee,et al.  The communicative constitution of organizations: A framework for explanation , 2008 .

[266]  Peter Szolovits,et al.  What Is a Knowledge Representation? , 1993, AI Mag..

[267]  M. Ashburner,et al.  The OBO Foundry: coordinated evolution of ontologies to support biomedical data integration , 2007, Nature Biotechnology.

[268]  Manuel Castells,et al.  A Network Theory of Power , 2011 .

[269]  A. Bathmaker,et al.  Higher education, social class and the mobilisation of capitals: recognising and playing the game , 2013 .